Abstract
In irrigation water management, it is critical to understand the infiltration rate and its properties. The study aimed to evaluate the ability of some empirical equations and Hydrus 1D models to predict soil infiltration and the effect of initial soil moisture content on infiltration characteristics. The experiment was conducted on Arba Minch demonstration farmland using a double-ring infiltrometer, and the performance of the various infiltration models (Horton, Philip, Kostiakov, and modified Kostiakov) and Hydrus 1D was evaluated in the study area at five different initial water contents. The results showed that the Horton and Hydrus 1D models were fitted with the observed infiltration for the soil with five initial water contents (0.13, 0.256, 0.31, 0.354, and 0.375), and the goodness of fits was evaluated by R2 and RMSE with a range between 0.9967–0.997, 0.93–0.94, and 0.0054–0.006 and 0.024, respectively. Hence, Horton and Hydrus 1D models were successfully used to evaluate the cumulative infiltration of soil in the study area. Therefore, in this study, the Hydrus 1D model well captured the infiltration rates at different initial soil moisture contents.
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References
Abebech B, Cornelisc W, Verhoestd NEC, Tilahunb S, Alamirewe T (2018) Estimating the actual evapotranspiration and deep percolation in irrigated. Agric Water Manag 202(2):42–56. https://doi.org/10.1016/j.agwat.2018.01.022
Adindu Ruth U, Igbokwe kelechi K, Chigbu Timothy O, Ike-Amadi CA (2014) Application of Kostiakov’s infiltration model on the soils of Umudike, Abia state - Nigeria. Am J Environ Eng 4(1):1–6. https://doi.org/10.5923/j.ajee.20140401.01
Al-Shammary AAG, Kouzani AZ, Kaynak A, Khoo SY, Norton M, Gates W (2018) Soil bulk density estimation methods: a review. Pedosphere 28(4):581–596. https://doi.org/10.1016/S1002-0160(18)60034-7
Chen B, Liu E, Mei X, Yan C, Garr é, S. (2018) Modelling soil water dynamic in rain-fed spring maize field with plastic mulchin. Agric Water Manag 198(2):19–27. https://doi.org/10.1016/j.agwat.2017.12.007
Damough KS (2016) Measuring infiltration rate and hydraulic conductivity in adry soil in a thin overburden. J Geophys Eng 6(1):63–73. https://doi.org/10.22059/JGEOPE.2016.57822
de Assis Júnior RN, de Araújo JC, da Silva CP, Mota JCA, Danielle C (2018) Estimation of van Genuchten equation parameters in laboratory and through inverse modeling with Hydrus-1D. J Agric Sci 10(3):102–110. https://doi.org/10.5539/jas.v10n3p102
Fan Y, Huang N, Gong J, Shao X, Zhang J, Zhao T (2018) A simplified infiltration model for predicting cumulative infiltration during vertical line source irrigation. J Water Res 10(89):1–12. https://doi.org/10.3390/w10010089
Faridah SN, Achmad M, Jamaluddin TA, Jusmira J (2020) Infiltration model of Mediterranean soil with clay texture. Journal of. Agric Eng 12(1):162–173. https://doi.org/10.23960/jtep-l.v12i1.162-173
Gabiri G, Burghof S, Diekkrüger B, Leemhuis C (2018) Modeling spatial soil water dynamics in a tropical floodplain. East Africa Water 10(2):1–27. https://doi.org/10.3390/w100201916
Gao Y, Li Z, De’an Sun, Haihao Yu. (2021) A simple method for predicting the hydraulic properties of unsaturated soils with different void ratios. Soil Tillage Res 209(4):1–10. https://doi.org/10.1016/j.still.2020.104913
Haghighi F, Gorji M, Shorafa H, Sarmadian F, Mohammadi MH (2010) Evaluation of some infiltration models and hydraulic parameter. J Agric Res 8(1):210–217. https://doi.org/10.5424/sjar/2010081-1160
Jagani AH, Shrivastava PK, Dwivedi DK (2018) Evaluation of Kostiakov’s and Philip’s infiltration models on the soil of Dediapada, India. J Appl Nat Sci 10(3):1073–1077. https://doi.org/10.31018/jans.v10i3.1845
Javadi A, Shayannejad M, Mostafazadeh-Fard B, Dorafshan MM (2019) The effect of changes in soil hydraulic parameters on cumulative infiltration under different irrigation management. Soil Sci Plant Nutr 68(5):740–752. https://doi.org/10.1002/ird.2371
Liu M, Suo S, Jian W, Gan Y, Hanaor DAH, Chen CQ (2019) Tailoring porous media for controllable capillary flow. J Colloid Interface Sci 539(5):379–387. https://doi.org/10.1016/j.jcis.2018.12.068
Mazhar Iqbal M, Kamal R, Mohd FM, Man HC, Wayayok A (2020) HYDRUS-1D simulation of soil water dynamics for sweet corn under tropical Rainfed condition. Appl Sci 10(4):1–17. https://doi.org/10.3390/app10041219
Mertens J, Madsen H, Kristensen M, Jacques D, Feyen J (2005) Sensitivity of soil parameters in unsaturated zone. Hydrol Process 19(8):1529–1725. https://doi.org/10.1002/hyp.5591
Mirzaeea S, Zolfagharib AA, Gorji M, Dyck M, Dashtaki SG (2013) Evaluation of infiltration models with different numbers of fitting parameters in different soil texture classes. Agronomy and Soil Science 1-13. https://doi.org/10.1080/03650340.2013.823477
Moriasi DN, Arnold JG, Van Liew MW, Binger RL, Harmel RD, Veith TL (2007) Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Trans ASABE 50(3):885–900. https://doi.org/10.13031/2013.23153
Qi Shao TB (2014) Estimating input parameters for four infiltration models from basic soil, vegetation, and rainfall properties. Soil Sci Soc Am J 78(5):1507–1521. https://doi.org/10.2136/sssaj2014.04.0122
Sihag P, Singh B (2018) Field evaluation of infiltration models. Scientific and Technical Journal 4(2):1–12. https://doi.org/10.1007/s12205-018-1347-1
Simunek J, van Genuchten MT, Sejna M (2008) Development and applications of the HYDRUS and STANMOD software packages and related codes. Vadose Zone J 7(2):587–600. https://doi.org/10.2136/vzj2007.0077
Šimůnek J, Martinus T, van Genuchten M, Šejna. (2016) Recent developments and applications of the HYDRUS computer software packages. Vadose Zone J 15(7):1–25. https://doi.org/10.2136/vzj2016.04.0033
Smith KL (2005) Evaluation of methods for determining Infiltrationparameters from irrigation advance data. Irrig Drain 54(4):365–486. https://doi.org/10.1002/ird.198
Toková L, Igaz D, Aydin E (2019) Measurement of volumetric water content by gravimetric and time domain reflectometry methods at field experiment with biochar and N fertilizer. Acta Horticulturae et Regiotectuare 22(2):61–64. https://doi.org/10.2478/ahr-2019-0011
Vereecken H, Pachepsky Y, Javaux M (2010) Using Pedotransfer Functions to estimate the van Genuchten Mualem soil hydraulic properties. Vadose Zone J 9(4):795–820. https://doi.org/10.2136/vzj2010.0045
Wang Z, Thapa R, Timlin D, Li S, Sun W, Beegum S, Fleisher D, Mirsky S, Cabrera M, Sauer T, Reddy VR, Horton R, Tully K (2021) Simulations of water and thermal dynamics for soil surfaces with residue mulch and surface runoff. Water Resour Res 57(11):1–26. https://doi.org/10.1029/2021WR030431
Zheng Z, Gao Z (2020) Research on influence of soil moisture content of farmland on infiltration model parameters. Agricultural Resources and Agricultural Automation 189(2):1–4. https://doi.org/10.1051/e3sconf/202018901011
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Yohannes Smeneh Ketsela has conceptualized and designed the analysis, collected the data, contributed data analysis tools, performed the analysis, and written the paper. Dr. Samuel Dagalo Hatiye has collected the data, contributed data analysis tools, and performed the analysis. Amare Tadesse Muche has collected and contributed data analysis tools.
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Ketsela, Y.S., Hatiye, S.D. & Muche, A.T. Evaluating The Effect of Initial Soil Moisture Content on Infiltration Characteristics Using Empirical and Hydrus 1D Models. Water Conserv Sci Eng 8, 47 (2023). https://doi.org/10.1007/s41101-023-00216-w
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DOI: https://doi.org/10.1007/s41101-023-00216-w